Sowmya V

Employment

• Amrita Vishwa Vidyapeetham Associate Professor
  2024 - Present
• Amrita Vishwa Vidyapeetham Assistant Professor (Senior Grade)
  2015 - 2021
• Amrita Vishwa Vidyapeetham University Assistant Professor
  2011 - 2015

Education

• Amrita Vishwa Vidyapeetham M.Tech (Remote Sensing and Wireless Sensor Networks)
  2008 - 2010
• Bharathiar University M.Sc (Physics)
  2006 - 2008

Projects & Funding

Projects & funding information is unavailable.

Publications (267)

• A Robust Deep Learning Framework for Auricular Deformities Detection and Diagnosis Using Region Proposal Based Cropping and Explainable AI
  Studies in Big Data 2026 DOI: 10.1007/978-3-032-21009-8_4
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• AI-Aided Detection and Classification of Auricular Deformities in New Borns
  Studies in Big Data 2026 DOI: 10.1007/978-3-032-21009-8_9
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• Bridging the Modality Gap: A Siamese Network Approach for Image-Text Similarity via Contrastive Learning
  Intelligent Systems Reference Library 2026 DOI: 10.1007/978-3-032-13497-4_12
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• Deep Learning Approach for Nepal Sign Detection
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-981-96-5726-1_1
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• Enhanced Performance of Multiple Disease Classification in Apple Leaf Using Attention and Ensemble Deep Architectures
  Intelligent Systems Reference Library 2026 DOI: 10.1007/978-3-032-13497-4_19
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• Image Captioning in Hindi Using Swin Transformer-GPT Encoder-Decoder Architecture
  Intelligent Systems Reference Library 2026 DOI: 10.1007/978-3-032-13497-4_13
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• Integration of AI and Software Engineering for Disaster Management: A Multimodal Disaster Identification Perspective
  Integrating AI for Sustainable Disaster Management Building Resilience and Preventing Catastrophes 2026
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• Machine learning assisted classification of periodontal health and periodontitis using alveolar bone loss measurements on bitewing radiographs
  Frontiers in Oral Health 2026 DOI: 10.3389/froh.2026.1814025
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• Multi-scale adaptive fusion network for retinal layer and fluid segmentation in optical coherence tomography B-scans
  Scientific Reports 2026 DOI: 10.1038/s41598-026-44006-5
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• Transformation of EEG Signal to Image for Deep Learning Based Stage-Wise Classification of Alzheimer
  Studies in Big Data 2026 DOI: 10.1007/978-3-032-21009-8_3
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